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code: Corrections and cleaning up

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This commit is contained in:
Manos Katsomallos
2021-10-07 12:32:46 +02:00
parent 192c6b8caf
commit 9707ef3e98
27 changed files with 49 additions and 36 deletions
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22
code/expt/copenhagen.py
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@ -27,7 +27,7 @@ def main(args):
# The landmarks percentages
lmdks_pct = [0, 20, 40, 60, 80, 100]
# The privacy budget
epsilon = 1.0
epsilon = .1
# Number of methods
n = 3
@ -68,32 +68,26 @@ def main(args):
# Skip
rls_data_s, bgts_s = lmdk_bgt.skip_cont(seq, lmdks, epsilon)
# lmdk_bgt.validate_bgts(seq, lmdks, epsilon, bgts_s)
mae_s[i] += lmdk_bgt.mae_cont(rls_data_s)/args.iter
mae_s[i] += (lmdk_bgt.mae_cont(rls_data_s)/args.iter)*100
# Uniform
rls_data_u, bgts_u = lmdk_bgt.uniform_cont(seq, lmdks, epsilon)
# lmdk_bgt.validate_bgts(seq, lmdks, epsilon, bgts_u)
mae_u[i] += lmdk_bgt.mae_cont(rls_data_u)/args.iter
mae_u[i] += (lmdk_bgt.mae_cont(rls_data_u)/args.iter)*100
# Adaptive
rls_data_a, _, _ = lmdk_bgt.adaptive_cont(seq, lmdks, epsilon, .5, .5)
mae_a[i] += lmdk_bgt.mae_cont(rls_data_a)/args.iter
mae_a[i] += (lmdk_bgt.mae_cont(rls_data_a)/args.iter)*100
# Calculate once
if i == 0:
# Event
rls_data_evt, _ = lmdk_bgt.uniform_cont(seq, lmdk_lib.find_lmdks_cont(lmdk_data, seq, uid, 0), epsilon)
mae_evt += lmdk_bgt.mae_cont(rls_data_evt)/args.iter
mae_evt += (lmdk_bgt.mae_cont(rls_data_evt)/args.iter)*100
# User
rls_data_usr, _ = lmdk_bgt.uniform_cont(seq, lmdk_lib.find_lmdks_cont(lmdk_data, seq, uid, 100), epsilon)
mae_usr += lmdk_bgt.mae_cont(rls_data_usr)/args.iter
mae_u *= 100
mae_s *= 100
mae_a *= 100
mae_evt *= 100
mae_usr *= 100
mae_usr += (lmdk_bgt.mae_cont(rls_data_usr)/args.iter)*100
exit()
plt.axhline(
y = mae_evt,
color = '#212121',
@ -172,7 +166,7 @@ if __name__ == '__main__':
main(parse_args())
end_time = time.time()
print('##############################')
print('Time : %.4fs' % (end_time - start_time))
print('Time elapsed: %s' % (time.strftime('%H:%M:%S', time.gmtime(end_time - start_time))))
print('##############################')
except KeyboardInterrupt:
print('Interrupted by user.')